Triple
T13209246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heber Geothermal Field |
E314444
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Heber, California
Heber, California is a small unincorporated community in Imperial County known for its proximity to geothermal energy resources and its location near the U.S.–Mexico border.
|
E1027459
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Heber, California | Statement: [Heber Geothermal Field, near, Heber, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heber, California Context triple: [Heber Geothermal Field, near, Heber, California]
-
A.
Heber City
Heber City is a small mountain town in northern Utah known for its scenic setting near the Wasatch Mountains, outdoor recreation, and proximity to popular ski and lake destinations.
-
B.
Heber-Overgaard, Arizona
Heber-Overgaard, Arizona is a small unincorporated mountain community and popular summer retreat in Navajo County known for its cool climate, pine forests, and outdoor recreation.
-
C.
Heber Valley
Heber Valley is a scenic mountain valley in northern Utah known for its outdoor recreation, historic towns, and proximity to major ski and Nordic sports venues.
-
D.
Hemet
Hemet is a city in Southern California known for its retirement communities, proximity to the San Jacinto Mountains, and the annual Ramona Pageant, one of the longest-running outdoor plays in the United States.
-
E.
Nipton, California
Nipton, California is a small, historic desert town in eastern San Bernardino County near the Nevada border, known for its remote location, eco-tourism focus, and proximity to Mojave Desert landscapes.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Heber, California Triple: [Heber Geothermal Field, near, Heber, California]
Generated description
Heber, California is a small unincorporated community in Imperial County known for its proximity to geothermal energy resources and its location near the U.S.–Mexico border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heber, California Target entity description: Heber, California is a small unincorporated community in Imperial County known for its proximity to geothermal energy resources and its location near the U.S.–Mexico border.
-
A.
Heber City
Heber City is a small mountain town in northern Utah known for its scenic setting near the Wasatch Mountains, outdoor recreation, and proximity to popular ski and lake destinations.
-
B.
Heber-Overgaard, Arizona
Heber-Overgaard, Arizona is a small unincorporated mountain community and popular summer retreat in Navajo County known for its cool climate, pine forests, and outdoor recreation.
-
C.
Heber Valley
Heber Valley is a scenic mountain valley in northern Utah known for its outdoor recreation, historic towns, and proximity to major ski and Nordic sports venues.
-
D.
Hemet
Hemet is a city in Southern California known for its retirement communities, proximity to the San Jacinto Mountains, and the annual Ramona Pageant, one of the longest-running outdoor plays in the United States.
-
E.
Nipton, California
Nipton, California is a small, historic desert town in eastern San Bernardino County near the Nevada border, known for its remote location, eco-tourism focus, and proximity to Mojave Desert landscapes.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d806aee7308190b70a237ba2a6e3e1 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c9e072c8190b66e2c2430628ed0 |
completed | April 10, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f611b11c8190b9f89313eb2b5fab |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6f79703588190ba088971da54340f |
completed | May 3, 2026, 7:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f89072a88190b3182f581b1b6762 |
completed | May 3, 2026, 7:26 a.m. |
Created at: April 9, 2026, 9:17 p.m.